IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v131y2017icp475-484.html
   My bibliography  Save this article

Using the Delphi method to value protection of the Amazon rainforest

Author

Listed:
  • Strand, Jon
  • Carson, Richard T.
  • Navrud, Stale
  • Ortiz-Bobea, Ariel
  • Vincent, Jeffrey R.

Abstract

Valuing global environmental public goods can serve to mobilize international resources for their protection. While stated-preference valuation methods have been applied extensively to public goods valuation in individual countries, applications to global public goods with surveys in multiple countries are scarce due to complex and costly implementation. Benefit transfer is effectively infeasible when there are few existing studies valuing similar goods. The Delphi method, which relies on expert opinion, offers a third alternative. We explore this method for estimating the value of protecting the Amazon rainforest, by asking more than 200 environmental valuation experts from 37 countries on four continents to predict the outcome of a contingent valuation survey to elicit willingness-to-pay (WTP) for Amazon forest protection by their own countries' populations. The average annual per-household values of avoiding a 30% forest loss in the Amazon by 2050, assessed by experts, vary from a few dollars in low-income Asian countries, to a high near $100 in Canada, Germany and Norway. The elasticity with respect to average (PPP-adjusted) per-household incomes is close to unity. Results from the Delphi study match remarkably well those from a recent population stated-preference survey in Canada and the United States, using a similar valuation scenario.

Suggested Citation

  • Strand, Jon & Carson, Richard T. & Navrud, Stale & Ortiz-Bobea, Ariel & Vincent, Jeffrey R., 2017. "Using the Delphi method to value protection of the Amazon rainforest," Ecological Economics, Elsevier, vol. 131(C), pages 475-484.
  • Handle: RePEc:eee:ecolec:v:131:y:2017:i:c:p:475-484
    DOI: 10.1016/j.ecolecon.2016.09.028
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921800915304638
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolecon.2016.09.028?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ferrini, Silvia & Scarpa, Riccardo, 2007. "Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 342-363, May.
    2. Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
    3. Martin L. Weitzman, 2001. "Gamma Discounting," American Economic Review, American Economic Association, vol. 91(1), pages 260-271, March.
    4. Henry A. Roman & James K. Hammitt & Tyra L. Walsh & David M. Stieb, 2012. "Expert Elicitation of the Value per Statistical Life in an Air Pollution Context," Risk Analysis, John Wiley & Sons, vol. 32(12), pages 2133-2151, December.
    5. Navrud,Stale & Strand,Jon & Navrud,Stale & Strand,Jon, 2013. "Valuing global public goods : a European Delphi stated preference survey of population willingness to pay for Amazon rainforest preservation," Policy Research Working Paper Series 6637, The World Bank.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. Curtis, Ian A., 2004. "Valuing ecosystem goods and services: a new approach using a surrogate market and the combination of a multiple criteria analysis and a Delphi panel to assign weights to the attributes," Ecological Economics, Elsevier, vol. 50(3-4), pages 163-194, October.
    8. Ilde Rizzo & Anna Mignosa (ed.), 2013. "Handbook on the Economics of Cultural Heritage," Books, Edward Elgar Publishing, number 14326.
    9. John Rose & Michiel Bliemer, 2013. "Sample size requirements for stated choice experiments," Transportation, Springer, vol. 40(5), pages 1021-1041, September.
    10. Jeremy Smith & Kenneth F. Wallis, 2009. "A Simple Explanation of the Forecast Combination Puzzle," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(3), pages 331-355, June.
    11. Wilson, Matthew A. & Hoehn, John P., 2006. "Valuing environmental goods and services using benefit transfer: The state-of-the art and science," Ecological Economics, Elsevier, vol. 60(2), pages 335-342, December.
    12. Richard T. Carson & Michael B. Conaway & Ståle Navrud, 2013. "Preliminary valuation of a cultural heritage site of global significance: a Delphi contingent valuation study," Chapters, in: Ilde Rizzo & Anna Mignosa (ed.), Handbook on the Economics of Cultural Heritage, chapter 31, pages i-i, Edward Elgar Publishing.
    13. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    14. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    15. Carson, Richard T., 1998. "Valuation of tropical rainforests: philosophical and practical issues in the use of contingent valuation," Ecological Economics, Elsevier, vol. 24(1), pages 15-29, January.
    16. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    17. Randall A. Kramer & D. Evan Mercer, 1997. "Valuing a Global Environmental Good: U.S. Residents' Willingness to Pay to Protect Tropical Rain Forests," Land Economics, University of Wisconsin Press, vol. 73(2), pages 196-210.
    18. Ready, Richard & Navrud, Stale, 2006. "International benefit transfer: Methods and validity tests," Ecological Economics, Elsevier, vol. 60(2), pages 429-434, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Meya, Jasper N. & Drupp, Moritz A. & Hanley, Nick, 2021. "Testing structural benefit transfer: The role of income inequality," Resource and Energy Economics, Elsevier, vol. 64(C).
    2. Everingham, Jo-Anne & Rolfe, John & Lechner, Alex Mark & Kinnear, Susan & Akbar, Delwar, 2018. "A proposal for engaging a stakeholder panel in planning post-mining land uses in Australia’s coal-rich tropical savannahs," Land Use Policy, Elsevier, vol. 79(C), pages 397-406.
    3. Zeng, Zhaozhao & Song, Bingjie & Zheng, Xiaodong & Li, Huan, 2019. "Changes of traffic network and urban transformation: A case study of Xi’an city, China," Land Use Policy, Elsevier, vol. 88(C).
    4. Theo Benos & Nikos Kalogeras & Martin Wetzels & Ko De Ruyter & Joost M. E. Pennings, 2018. "Harnessing a ‘Currency Matrix’ for Performance Measurement in Cooperatives: A Multi-Phased Study," Sustainability, MDPI, vol. 10(12), pages 1-38, December.
    5. Windle, Jill & Rolfe, John & Pascoe, Sean, 2017. "Assessing recreational benefits as an economic indicator for the Gladstone Harbour Report Card," 2017 Conference (61st), February 7-10, 2017, Brisbane, Australia 258681, Australian Agricultural and Resource Economics Society.
    6. Robert J. Johnston & Kevin J. Boyle & Maria L. Loureiro & Ståle Navrud & John Rolfe, 2021. "Guidance to Enhance the Validity and Credibility of Environmental Benefit Transfers," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(3), pages 575-624, July.
    7. Yongliang Deng & Jinyun Li & Qiuting Wu & Shuangshuang Pei & Na Xu & Guodong Ni, 2020. "Using Network Theory to Explore BIM Application Barriers for BIM Sustainable Development in China," Sustainability, MDPI, vol. 12(8), pages 1-22, April.
    8. Gordillo, Fernando & Elsasser, Peter & Günter, Sven, 2019. "Willingness to pay for forest conservation in Ecuador: Results from a nationwide contingent valuation survey in a combined “referendum” – “Consequential open-ended” design," Forest Policy and Economics, Elsevier, vol. 105(C), pages 28-39.
    9. Marcelânio Laurentino & Elcida Araújo & Marcelo Alves Ramos & Maria Clara Bezerra Tenório Cavalcanti & Paulo Henrique Santos Gonçalves & Ulysses Paulino Albuquerque, 2022. "Socioeconomic and ecological indicators in willingness to accept compensation for the conservation of medicinal plants in a tropical dry forest," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 4471-4489, March.
    10. Kaushal, Kevin R. & Navrud, Ståle, 2018. "Global Biodiversity Costs of Climate Change. Improving the damage assessment of species loss in Integrated Assessment Models," Working Paper Series 4-2018, Norwegian University of Life Sciences, School of Economics and Business.
    11. Martínez-Cruz, Adán L. & Juárez-Torres, Miriam & Guerrero, Santiago, 2017. "Assessing Impacts From Climate Change on Local Social-ecological Systems in Contexts Where Information is Lacking: An Expert Elicitation in the Bolivian Altiplano," Ecological Economics, Elsevier, vol. 137(C), pages 70-82.
    12. Sung-Lin Hsueh & Yue Sun & Min-Ren Yan, 2019. "Conceptualization and Development of a DFuzzy Model for Low-Carbon Ecocities," Sustainability, MDPI, vol. 11(20), pages 1-15, October.
    13. Xueping Gao & Lingling Chen & Bowen Sun & Yinzhu Liu, 2017. "Employing SWOT Analysis and Normal Cloud Model for Water Resource Sustainable Utilization Assessment and Strategy Development," Sustainability, MDPI, vol. 9(8), pages 1-23, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vincent,Jeffrey R. & Carson,Richard T. & Navrud,Stale & Ortiz Bobea,Ariel & Strand,Jon & Vincent,Jeffrey R. & Carson,Richard T. & Navrud,Stale & Ortiz Bobea,Ariel & Strand,Jon, 2014. "A"Delphi exercise"as a tool in Amazon rainforest valuation," Policy Research Working Paper Series 7143, The World Bank.
    2. Ståle Navrud & Jon Strand, 2018. "Valuing Global Ecosystem Services: What Do European Experts Say? Applying the Delphi Method to Contingent Valuation of the Amazon Rainforest," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 249-269, May.
    3. Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
    4. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
    5. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    6. Czajkowski, Mikolaj & Scasný, Milan, 2010. "Study on benefit transfer in an international setting. How to improve welfare estimates in the case of the countries' income heterogeneity?," Ecological Economics, Elsevier, vol. 69(12), pages 2409-2416, October.
    7. Thomas K. Bauer & Tanja Kasten & Lars-H. R. Siemers, 2017. "Business Taxation and Wages: Redistribution and Asymmetric Effects," MAGKS Papers on Economics 201732, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    8. Heiland, Frank & Korenman, Sanders & Smith, Rachel A., 2019. "Estimating the educational consequences of teenage childbearing: Identification, heterogeneous effects and the value of biological relationship information," Economics & Human Biology, Elsevier, vol. 33(C), pages 15-28.
    9. Georg-Benedikt Fischer & Berthold U. Wigger, 2016. "Fiscal Competition and Higher Education Spending in Germany," German Economic Review, Verein für Socialpolitik, vol. 17(2), pages 234-252, May.
    10. Achten-Gozdowski, Jennifer, 2018. "Geschichte und Politökonomie deutscher Theatersubventionen [History and Political Economy of Public Subsidies for German Theatres and Operas]," MPRA Paper 85087, University Library of Munich, Germany.
    11. Susana Ferreira & Mirko Moro, 2013. "Income and Preferences for the Environment: Evidence from Subjective Well-Being Data," Environment and Planning A, , vol. 45(3), pages 650-667, March.
    12. Baranzini, Andrea & Faust, Anne-Kathrin & Huberman, David, 2010. "Tropical forest conservation: Attitudes and preferences," Forest Policy and Economics, Elsevier, vol. 12(5), pages 370-376, June.
    13. Montes-Rojas, Gabriel, 2016. "An equicorrelation Moulton factor in the presence of arbitrary intra-cluster correlation," Economics Letters, Elsevier, vol. 145(C), pages 221-224.
    14. Knack, Steve & Xu, Lixin Colin, 2017. "Unbundling institutions for external finance: Worldwide firm-level evidence," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 215-232.
    15. van Cranenburgh, Sander & Bliemer, Michiel C.J., 2019. "Information theoretic-based sampling of observations," Journal of choice modelling, Elsevier, vol. 31(C), pages 181-197.
    16. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    17. Rok Spruk & Mitja Kovac, 2018. "Inefficient Growth," Review of Economics and Institutions, Università di Perugia, vol. 9(2).
    18. Czarnitzki, Dirk & Doherr, Thorsten & Hussinger, Katrin & Schliessler, Paula & Toole, Andrew A., 2016. "Knowledge Creates Markets: The influence of entrepreneurial support and patent rights on academic entrepreneurship," European Economic Review, Elsevier, vol. 86(C), pages 131-146.
    19. Nibedita Mukherjee & Jean Huge & Farid Dahdouh-Guebas & Nico Koedam, 2014. "Ecosystem service valuations of mangrove ecosystems to inform decision making and future valuation exercises," ULB Institutional Repository 2013/217963, ULB -- Universite Libre de Bruxelles.
    20. Ted Nabil ARANKI, 2001. "The Effect of Israeli Closure Policy on Wage Earnings in the West Bank and Gaza Strip," Middle East and North Africa 330400006, EcoMod.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecolec:v:131:y:2017:i:c:p:475-484. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolecon .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.